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What Is Data Modeling? | IBM

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WelcomeOverviewModern data stackAI-ready dataAI data managementOverviewDataOps frameworkDataOps architectureOverviewStructured vs. unstructured dataMetadata managementDatasetsOverviewOverviewSQLPrimary keyNoSQL databasesOLTPVector databasesRAG vector databasesDatabase as a service (DBaaS)CAP theoremDatabase schemaMongoDBPostgreSQLRedisElasticsearchOpenSearchetcdCassandraApache HBaseCouchDBPrestoQuery optimizationEntity relationship diagramOverviewOverviewData martOverviewDelta lakeApache icebergAWS data lake formationOverviewFeature storeCloud data lake, data warehouse and data martMaster data management (MDM)OverviewData fabricData meshData modelingOverviewAgentic AI data engineeringData acquisitionOverviewData pipeline automation10 steps for automating data pipelinesDirected acyclic graphData cleaningData reconciliationData validationData enrichmentData wranglingData virtualizationData automationData orchestrationFile transferData migrationStreaming dataOverviewETLELTChange data captureReal-time data integrationCloud data integrationAI data integrationOverviewData contractData integration techniques and methodsOverviewData retrievalData ingestionOLAPStream processingUnstructured data processingReal-time data streamingOverviewOverviewHDFSMapreduceApache AvroApache RangerOverviewChief Data Officer (CDO)OverviewData literacyData marketplaceData optimizationData modernizationData reductionData silosData strategyData SLAData fragmentationOverviewData quality managementOverviewData accuracyData integrityData reliabilityOverviewData observabilityBad dataDark dataDirty dataAI data qualityOverviewData stewardshipIBM Privacy StatementDevOpsdata warehouserelational databaseWatch all episodes of Mixture of Expertsdata warehouseOLAPPodcast Podcast: Decision Intelligence: Thoughtful, data-driven choices Learn about the concept of decision intelligencd and how data-driven decision-making can create real impact within your business Watch nowEbook Unleash the power of AI for seamless data integration Discover how a unified, AI-powered data integration approach can help you move faster, reduce complexity, and unlock the full potential of your data Get the ebookEbook Your AI is only as good as your data See a framework that can help organizations manage and prepare quality data to meet the requirements of their AI use cases. Read the ebookReport IBM named a Leader in the 2025 Gartner Magic Quadrant for Data Integration Tools Access the full report to learn why IBM is recognized as a Leader Download the reportReport IDC names IBM a Leader Download the report to learn why IBM is recognized as a leader for Worldwide Data Integration Software Platforms Explore the reportWebinar Bridging the data engineering skills gap Get an exclusive look at 3 authoring styles that empower every user, regardless of skill level, to build pipelines, speeding delivery and ensuring data teams can meet the businessís growing demands. Watch hereReport IBM named a Leader in Data Science and Machine Learning Read how IBM is delivering flexible, AI-focused solutions that empower data scientists and machine learning engineers to build, deploy, and govern impactful AI applications across their enterprises. Get the reportWebinar Unlock your unstructured data to boost AI accuracy Learn how to automate and scale data access, enrichment, storage, and delivery of AI-ready unstructured and structured data to power accurate, differentiated gen AI. Watch nowDiscover watsonx.dataExplore data science solutionsDiscover analytics servicesDiscover watsonx.dataExplore data science solutions

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